Saltpeter Creek is a stream located in Colfax County, New Mexico. It appears on the Colfax USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,153.48 feet (1,875.58 m) above sea level. The nearest populated place is Colfax, approximately 0.2 miles to the SSE.